AI Solutions for Industry Workflows
From fintech and healthcare to logistics, travel, telecom, and retail, we design AI and software systems around the workflows that teams actually use.
The workflow comes first, the model second
An AI system that does not slot into the way an industry already operates rarely makes it past pilot. We start from the daily workflow, the consent boundary, and the operational constraint, then choose the model that fits.
Pick an industry below for our pattern library — common problems, the architectures that hold up under real load, and the trade-offs we have learned the hard way.
We work across most operations-heavy and data-rich verticals
If your domain is not represented above, the pattern is usually similar — bring the workflow and the data shape and we can map the engagement on a 30-minute call.
Discuss your industryHave an AI idea, messy workflow, or product vision? Let's make it buildable.
Bring the problem. We'll help shape the product, define the architecture, and show the fastest path to a serious first version.
A practical first roadmap in the discovery call
Architecture, timeline, and delivery options in plain English
Security, scalability, and reliability discussed upfront
Model registry
softus-rag-v4.2
187ms
Latency
128k
Context
$0.004
Cost / req
Evaluation suite
Deploy pipeline
prod / canary 25% — healthy